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Legal Reasoning

Papers

Showing 2650 of 92 papers

TitleStatusHype
Law to Binary Tree -- An Formal Interpretation of Legal Natural Language0
An Argumentation-Based Legal Reasoning Approach for DL-Ontology0
Legal Evalutions and Challenges of Large Language Models0
Legal Judgment Prediction (LJP) Amid the Advent of Autonomous AI Legal Reasoning0
Legal Prompting: Teaching a Language Model to Think Like a Lawyer0
Legal Sentiment Analysis and Opinion Mining (LSAOM): Assimilating Advances in Autonomous AI Legal Reasoning0
LEXam: Benchmarking Legal Reasoning on 340 Law Exams0
Logical Lease Litigation: Prolog and LLMs for Rental Law Compliance in New York0
Multidimensionality of Legal Singularity: Parametric Analysis and the Autonomous Levels of AI Legal Reasoning0
New Algebraic Normative Theories for Ethical and Legal Reasoning in the LogiKEy Framework0
Non-Determinism and the Lawlessness of Machine Learning Code0
PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation?0
Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies0
Robustness and Overcoming Brittleness of AI-Enabled Legal Micro-Directives: The Role of Autonomous Levels of AI Legal Reasoning0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity0
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning0
The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning0
Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law0
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?0
Turing Test and the Practice of Law: The Role of Autonomous Levels of AI Legal Reasoning0
Using Argumentation Schemes to Model Legal Reasoning0
Using LLMs to Discover Legal Factors0
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning0
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases0
Continual Pre-Training is (not) What You Need in Domain Adaption0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy82.9Unverified
2GPT-3.5Balanced Accuracy60.9Unverified
3Claude-1Balanced Accuracy58.1Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy59.2Unverified